Run
544322

Run 544322

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 31-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1)) -c 1000,trees.HoeffdingOptionTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9495
Per class
Confusion matrix
F measure
0.9093
Per class
Kappa
0.899
KB relative information score
904972.0168
Mean absolute error
0.0182
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9097
Per class
Predictive accuracy
0.9091
Prior entropy
3.3219
Recall
0.9091
Per class
Relative absolute error
0.101
Root mean prior squared error
0.3
Root mean squared error
0.1348
Root relative squared error
0.4494